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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1072 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Event SequencingVECTOR L2 (Ne=8) 1.0 (test)nlp26Feb 26, 2026
Event SequencingVECTOR L1 (Ne=4) 1.0 (test)nlp26Feb 26, 2026
MCI vs. AD classificationADNIbio medicaltabular time series26Jun 19, 2026
Overall PerformanceAverage across all benchmarksnlp26Jun 11, 2026
Stable Grasp ReconstructionHOT3D-HIT (test)robotics embodied ai3d vision geometry26Feb 26, 2026
End-to-End Text SpottingReal-Textcomputer vision26Feb 26, 2026
Text DetectionReal-Textcomputer vision26Feb 26, 2026
Audio-Visual PerceptionWorldSensemultimodalspeech audio+126Jul 7, 2026
Multimodal ReasoningMMVPmultimodalnlp26May 19, 2026
4D Occupancy forecastingnuScenescomputer vision3d vision geometry26Jun 11, 2026
Math ReasoningWe-Mathllm chat instructionnlp26May 22, 2026
Math ReasoningMathVistallm chat instructionnlp26May 22, 2026
Mathematical ReasoningMMStar Mathllm chat instructionnlp26Jun 17, 2026
Multimodal UnderstandingMMStar (test)multimodal26May 4, 2026
Emotion Recognition (ER) Valence and Arousal RegressionEMER (test)nlp26Feb 26, 2026
Multimodal Question AnsweringMMBench en (test)multimodalnlp+126Apr 7, 2026
LocalizationRefCOCOg (val)computer vision26Feb 26, 2026
LocalizationRefCOCO+ (testB)computer vision26Feb 26, 2026
LocalizationRefCOCO+ (testA)computer vision26Feb 26, 2026
Image CaptioningMSCOCOmultimodalcomputer vision+126May 15, 2026
Global human motion estimationRICHcomputer vision3d vision geometry26Jul 1, 2026
Medical Image SegmentationDRIVE (test)bio medicalcomputer vision26Feb 26, 2026
Face Attribute RecognitionLFWAcomputer vision26Feb 26, 2026
Spatial ReasoningEscher-Bench 1.0 (test)nlp26Feb 26, 2026
Audio-Driven Facial AnimationMEAD 41 (test)speech audiocomputer vision26Feb 26, 2026